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stat.ME2024
Delaunay Weighted Two-sample Test for High-dimensional Data by Incorporating Geometric Information
Jiaqi Gu, Ruoxu Tan, Guosheng Yin
Two-sample hypothesis testing is a fundamental problem with various applications, which faces new challenges in the high-dimensional context. To mitigate the issue of the curse of…
stat.ME2021★ 1 cited
Bayesian Knockoff Filter
Jiaqi Gu, Guosheng Yin
In many scientific fields, researchers are interested in discovering features with substantial effect on the response from a large number of features while controlling the proporti…
stat.ME2020
Reconstruct Kaplan--Meier Estimator as M-estimator and Its Confidence Band
Jiaqi Gu, Yiwei Fan, Guosheng Yin
The Kaplan--Meier (KM) estimator, which provides a nonparametric estimate of a survival function for time-to-event data, has wide application in clinical studies, engineering, econ…